Adam Howard
@codeincontext
Tech lead for hire. Working with @OakNational, bringing AI to teaching - government funded and open source
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Hi 👋. I'm an experienced full stack product developer looking for a new project, ~4 days a week (remote) I can build prototypes and experiments, ship production features, plan architecture and lead a tech team More info at context.co.de, and in this thread 🧵
context.co.de
Adam Howard - Lead engineer
Adam Howard - Software Engineer
I've been using @tan_stack Start for a new project and it's super good. The server functions completely replace the need for TRPC/GraphQL/REST, the middleware is composable and fully typed, and having TSRouter's nice typing and stateful search params is icing on the cake. A+!
dbpill (the Postgres proxy that automates index optimization) is now open source: github.com/mayfer/dbpill enjoy
Next.js right now feels like a weird paradox. You can’t fetch data in Client Components, but you also can’t mutate Server Components once they’ve mounted. So we’re left in this awkward middle zone where you create these tiny Server Components that just fetch data, and then pass…
ChatGPT's product retention curves is a product manager's wet dream. Their 1 month retention has skyrocketed from <60% 2yrs ago to an unprecedented ~90%! Youtube was best-in-class with ~85%. 6mo retention is trending to ~80%. Rapidly rising smile curve. Generational product.
VPS people love to flex when AWS goes down, but they always overlook the bigger picture When AWS is down, everything is, so nobody is angry with you. The entire internet blames Amazon and you're off the hook When your VPS is down, nothing else is, so all customer focus is on…
April... fools?
Space isn’t just for stars anymore. 🌠 Starcloud’s H100-powered satellite brings sustainable, high-performance computing beyond Earth. Learn more: nvda.ws/47eYZvC
c'mon bro just one more hook bro. just one more hook and we'll fix it all bro.
Turns out that even tho Sentry wasnt directly impacted by the AWS outage, the sheer volume of errors created a cascading issue on our systems. It roughly doubled the amount of errors per second we see (which is already an absurd number) 💀
Yes this is simply a public service announcement that you should give your file system enabled agents markdown files with headers for lazy loading. Also because it comes from Anthropic it will actually stick as a standard. Skills are both (annoyingly) obvious in hindsight and…
Claude Skills are awesome, maybe a bigger deal than MCP simonwillison.net/2025/Oct/16/cl…
I'm continuing to hear stories like this, and I think it's the way I'd go next time around
Rewrote my project from @nextjs to @tan_stack start Why: - Better performance - Better type-safety - Because I love Vite - No vercel vendor lock-in - 100% compatible with Bun Migration took about an hour
Turns out the greatest startup idea of the last 10 years was a chatbot where you ask a question and it answers with something a guy wrote on Reddit 8 years ago
This is insane. New AI model from Samsung, 10,000x smaller than DeepSeek and Gemini 2.5 Pro just beat them on ARC-AGI 1 and 2 Samsung’s Tiny Recursive Model (TRM) is about 10,000x smaller than typical LLMs yet smarter because it thinks recursively instead of just predicting…
My brain broke when I read this paper. A tiny 7 Million parameter model just beat DeepSeek-R1, Gemini 2.5 pro, and o3-mini at reasoning on both ARG-AGI 1 and ARC-AGI 2. It's called Tiny Recursive Model (TRM) from Samsung. How can a model 10,000x smaller be smarter? Here's how…
Matt Levine sums up the absurdity of the current economic situation; OpenAI and AMD have entered into a, well, interesting business and partnership.
Authorities found another SIM network communist China is operating to disrupt critical infrastructure & enable criminal networks HSI agents found 200,000 SIM cards in NJ, 2X the 100,000 found in NY They could send 30 million anonymous texts every minute & shut down cell service
It's one thing to have to do the political dance and smooze some unsavoury people. It's another to be so gleeful that you want to share a selfie I'm resident in two countries and neither can legally host Netanyahu without arresting him. Imagine being a Vercel employee right now
🇺🇸 🇮🇱 🇦🇷 Enjoyed my discussion with PM Netanyahu on how AI education and literacy will keep our free societies ahead. We spoke about AI empowering everyone to build software and the importance of ensuring it serves quality and progress. Optimistic for peace, safety, and…
Humans and octopuses evolved eyes independently, but we got ours with optical nerves attaching to the front of the retina and octopuses through the back so we have a random blindspot and they don’t.
Anatomy is full of cables that were connected 3 hundred million years ago and are tied in knots because they can never be disconnected.
so let me get this right: Oracle says Openai committed $300B for cloud compute → oracle stock jumps 36% (best day since 1992) Oracle runs on Nvidia GPUs → has to buy billions in chips from Nvidia Nvidia just announced they're investing $100B into openai Openai uses that…
A live demo is actually a bullish signal. CEO is so stoked about a product they are willing to take more risk on launch day for maximal glory. Launch day polish not necessarily correlated with long term success
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